Dataset Versions

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2024-10-08 7:56pm
v1
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6 months ago
v1

2024-10-08 7:56pm

Generated on Oct 8, 2024
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Dataset Split

Train Set 99%
13698Images
Valid Set 0%
64Images
Test Set 1%
103Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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lawn-recognition
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Attributes
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Annotations

Group:
lawn-boundary-pet-person-barrier

Classes

Layers

 
barriers
2
 
boundary
1
 
lawn
1
 
Base : background

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Attributes

lawn_-1658-.jpg

640x640
0.41MP

Updated May 15, 56741

12:43AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 82%
Centered on 13%, 8%
Resize Stretch to 640x640
Rotation -10°
Saturation 12%
Blur 0.75px
Noise 0.08%

Annotation History

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Raw Data

Source Data

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    "height": 640,
    "id": "t5zfX5t9cWvavPUujc4u",
    "label": [],
    "labels": [],
    "name": "lawn_-1658-.jpg",
    "numSteps": 7,
    "owner": "ODbm1OgKclgqBv3MKzqoGFm8AF72",
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    "preprocessingParsed": [
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        {
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        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Saturation",
            "value": "12%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        },
        {
            "name": "Noise",
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    "source": "t5zfX5t9cWvavPUujc4u",
    "split": "train",
    "split.7O0D20cQ5U4gsr9V3oTU.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[82,0.128835,0.077386]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-10]\",\n    \"saturation:[12]\",\n    \"blur:[0.75]\",\n    \"noise:[0.08,485097]\"\n]",
    "updated": 1728417401037,
    "updatedDate": "May 15, 56741",
    "updatedTime": "12:43AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "7O0D20cQ5U4gsr9V3oTU/1"
    ],
    "width": 640
}

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